PrepPanel
Practice interviews that feel real.
What it does
PrepPanel helps you practice interviews that feel real so you walk in more confident and prepared. Upload your resume and a job description, then rehearse with a smart interviewer that adapts to your answers and gives specific feedback. You learn how to structure your answers, highlight your strengths, and handle tough questions. Whether you’re starting your career, changing fields, or preparing for competitive roles, PrepPanel turns practice into measurable progress.
Does the same job
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- PAPractice actual work conversations (with LLM based feedback)2024 · prep.coach · ▲27
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The app store for voice native apps that lives in your notch
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Mac-native app for screenshots, recordings and collaboration
Work · 5d ago · cleanshot.com
Launched alongside, May 2026
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Parallel agents, diff reviewer, and multi-model comparisons
Dev tools · May 2026 · kilo.ai


- NW
Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…
Life & fun · May 2026 · github.com
- FM
Dev tools · May 2026 · github.com